diff --git a/src/TensorFlowNET.Core/Keras/Engine/Model.cs b/src/TensorFlowNET.Core/Keras/Engine/Model.cs
index d4cde39e..4b1060f1 100644
--- a/src/TensorFlowNET.Core/Keras/Engine/Model.cs
+++ b/src/TensorFlowNET.Core/Keras/Engine/Model.cs
@@ -5,7 +5,9 @@ namespace Tensorflow.Keras.Engine
     public class Model : Network
     {
         bool _cloning;
+#pragma warning disable CS0108 // Member hides inherited member; missing new keyword
         bool _is_compiled;
+#pragma warning restore CS0108 // Member hides inherited member; missing new keyword
         string loss;
         IOptimizer optimizer;
 
diff --git a/src/TensorFlowNET.Core/Keras/Layers/Pooling2D.cs b/src/TensorFlowNET.Core/Keras/Layers/Pooling2D.cs
index ccb1cd6f..646751ae 100644
--- a/src/TensorFlowNET.Core/Keras/Layers/Pooling2D.cs
+++ b/src/TensorFlowNET.Core/Keras/Layers/Pooling2D.cs
@@ -26,7 +26,9 @@ namespace Tensorflow.Keras.Layers
         private int[] strides;
         private string padding;
         private string data_format;
+#pragma warning disable CS0108 // Member hides inherited member; missing new keyword
         private InputSpec input_spec;
+#pragma warning restore CS0108 // Member hides inherited member; missing new keyword
 
         public Pooling2D(IPoolFunction pool_function,
             int[] pool_size,
diff --git a/src/TensorFlowNET.Core/Operations/ControlFlows/CondContext.cs b/src/TensorFlowNET.Core/Operations/ControlFlows/CondContext.cs
index ce2295c8..444cac83 100644
--- a/src/TensorFlowNET.Core/Operations/ControlFlows/CondContext.cs
+++ b/src/TensorFlowNET.Core/Operations/ControlFlows/CondContext.cs
@@ -27,7 +27,9 @@ namespace Tensorflow.Operations
     /// </summary>
     public class CondContext : ControlFlowContext, IProtoBuf<CondContextDef, CondContext>
     {
+#pragma warning disable CS0108 // Member hides inherited member; missing new keyword
         private Dictionary<string, Tensor> _external_values = new Dictionary<string, Tensor>();
+#pragma warning restore CS0108 // Member hides inherited member; missing new keyword
 
         /// <summary>
         /// 
diff --git a/src/TensorFlowNET.Core/Operations/ControlFlows/WhileContext.cs b/src/TensorFlowNET.Core/Operations/ControlFlows/WhileContext.cs
index c2e204ca..a7a98743 100644
--- a/src/TensorFlowNET.Core/Operations/ControlFlows/WhileContext.cs
+++ b/src/TensorFlowNET.Core/Operations/ControlFlows/WhileContext.cs
@@ -666,7 +666,9 @@ namespace Tensorflow.Operations
             return ret;
         }
 
+#pragma warning disable CS0108 // Member hides inherited member; missing new keyword
         public object to_proto()
+#pragma warning restore CS0108 // Member hides inherited member; missing new keyword
         {
             throw new NotImplementedException();
         }
diff --git a/src/TensorFlowNET.Core/Operations/Queues/PriorityQueue.cs b/src/TensorFlowNET.Core/Operations/Queues/PriorityQueue.cs
index 7420c017..c2a2b70d 100644
--- a/src/TensorFlowNET.Core/Operations/Queues/PriorityQueue.cs
+++ b/src/TensorFlowNET.Core/Operations/Queues/PriorityQueue.cs
@@ -65,7 +65,9 @@ namespace Tensorflow.Queues
             });
         }
 
+#pragma warning disable CS0108 // Member hides inherited member; missing new keyword
         public Tensor[] dequeue(string name = null)
+#pragma warning restore CS0108 // Member hides inherited member; missing new keyword
         {
             Tensor[] ret;
             if (name == null)
diff --git a/src/TensorFlowNET.Core/Variables/ResourceVariable.cs b/src/TensorFlowNET.Core/Variables/ResourceVariable.cs
index 46d994b3..c2c586b9 100644
--- a/src/TensorFlowNET.Core/Variables/ResourceVariable.cs
+++ b/src/TensorFlowNET.Core/Variables/ResourceVariable.cs
@@ -30,7 +30,9 @@ namespace Tensorflow
     {
         Tensor _cached_value;
         public string Device => handle.Device;
+#pragma warning disable CS0108 // Member hides inherited member; missing new keyword
         public Graph Graph => handle.graph;
+#pragma warning restore CS0108 // Member hides inherited member; missing new keyword
         public Operation op => handle.op;
         public Tensor is_initialized_op { get; set; }
 
diff --git a/src/TensorFlowNET.Keras/Layers/Core/Dense.cs b/src/TensorFlowNET.Keras/Layers/Core/Dense.cs
index 47ec17cf..00885f1f 100644
--- a/src/TensorFlowNET.Keras/Layers/Core/Dense.cs
+++ b/src/TensorFlowNET.Keras/Layers/Core/Dense.cs
@@ -28,7 +28,9 @@ namespace Keras.Layers
         RefVariable W;
         int units;
         TensorShape WShape;
+#pragma warning disable CS0108 // Member hides inherited member; missing new keyword
         string name;
+#pragma warning restore CS0108 // Member hides inherited member; missing new keyword
         IActivation activation;
 
         public Dense(int units, string name = null, IActivation activation = null)
@@ -60,7 +62,9 @@ namespace Keras.Layers
         {
             return WShape;
         }
+#pragma warning disable CS0108 // Member hides inherited member; missing new keyword
         public TensorShape output_shape(TensorShape input_shape)
+#pragma warning restore CS0108 // Member hides inherited member; missing new keyword
         {
             var output_shape = input_shape.dims;
             output_shape[output_shape.Length - 1] = units;